Regression: Models, Methods and Applications

Springer
The aim of this book is an applied and unified introduction into parametric, non- and semiparametric regression that closes the gap between theory and application. The most important models and methods in regression are presented on a solid formal basis, and their appropriate application is shown through many real data examples and case studies. Availability of (user-friendly) software has been a major criterion for the methods selected and presented. Thus, the book primarily targets an audience that includes students, teachers and practitioners in social, economic, and life sciences, as well as students and teachers in statistics programs, and mathematicians and computer scientists with interests in statistical modeling and data analysis. It is written on an intermediate mathematical level and assumes only knowledge of basic probability, calculus, and statistics. The most important definitions and statements are concisely summarized in boxes. Two appendices describe required matrix algebra, as well as elements of probability calculus and statistical inference.
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    AuthorLudwig Fahrmeir
    BindingHardcover
    EAN9783642343322
    Edition2013
    ISBN3642343325
    Height921 mm
    Length614 mm
    Width150 mm
    Weight257 g
    LanguageEnglish
    Language TypePublished
    Number Of Items1
    Number Of Pages698
    Package Quantity1
    Product GroupBook
    Publication Date2013-05-23
    PublisherSpringer
    StudioSpringer
    Sales Rank618181

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